Diversity and complexity of hand movement for Autism Spectrum Disorder intervention
| Autor: | Gongyue Zhang, Dinghuang Zhang, Shuiwen Zhao, Dalin Zhou, Honghai Liu, Carrie M. Toptan |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: |
media_common.quotation_subject
Psychological research 05 social sciences Flexibility (personality) 02 engineering and technology medicine.disease Adaptability Autism spectrum disorder Gesture recognition Cultural diversity 0202 electrical engineering electronic engineering information engineering medicine Autism 020201 artificial intelligence & image processing 0501 psychology and cognitive sciences Psychology 050104 developmental & child psychology media_common Cognitive psychology Diversity (politics) |
| Zdroj: | Zhang, D, Toptan, C M, Zhang, G, Zhao, S, Zhou, D & Liu, H 2021, Diversity and complexity of hand movement for Autism Spectrum Disorder intervention . in Proceedings of the 13th International Conference on Advanced Computational Intelligence . IEEE ICACI Proceedings Series, IEEE, pp. 286-292, The 13th International Conference on Advanced Computational Intelligence, Chongqing, China, 14/05/21 . https://doi.org/10.1109/ICACI52617.2021.9435864 ICACI |
| Popis: | Flexibility and adaptability described in individuals with Autism Spectrum Disorders (ASD) refer to Stereotypical Motor Movements (SMM) and social interaction deficits, both of which are important symptoms of ASD. Inspired by the most recent psychological research by Jonge-Hoekstra, this paper aims to distinguish hand movement with two quantitative metrics extracted by the mid-layer of a supervised convolutional gesture recognition network, named diversity and complexity. Particularly, diversity indicates adaptability and complexity indicates flexibility. The utilisation of both metrics shows great potential for hand movement analysis with a particular emphasis on ASD intervention. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|